ACL RD-TEC 1.0 Summarization of P98-1035
Paper Title:
EXPLOITING SYNTACTIC STRUCTURE FOR LANGUAGE MODELING
EXPLOITING SYNTACTIC STRUCTURE FOR LANGUAGE MODELING
Authors: Ciprian Chelba and Frederick Jelinek
Primarily assigned technology terms:
- algorithm
- approximation
- automatic speech recognition
- beam search
- binary branching
- classification
- decomposition
- dynamic programming
- em algorithm
- hmm re-estimation
- language modeling
- language parsing
- linear interpolation
- model parameter estimation
- modeling
- multistack search
- n-gram language modeling
- natural language parsing
- parameter estimation
- parameter re-estimation
- parameterization
- parser
- parsing
- predictor
- probability estimation
- pruning
- pruning strategy
- re-estimation
- re-estimation procedure
- recognition
- rule-based approach
- search
- search algorithm
- smoothing
- speech recognition
- synchronous multistack search
- tagger
- terminology
- tuning
Other assigned terms:
- annotation
- approach
- bag of words
- beam
- case
- community
- complete parse
- conditional probabilities
- dependency modeling group
- derivation
- derivations
- development set
- entropy
- estimation
- evaluations
- events
- fact
- generation
- hmm parameter
- hypotheses
- hypothesis
- index
- interpolation
- interpolation coefficients
- language model
- language models
- leaf
- linguistic
- long distance dependencies
- long-distance dependencies
- method
- model parameter
- model parameters
- model performance
- n-gram
- natural language
- parameter values
- parse
- parse tree
- parser module
- parsing process
- parsing strategy
- partial parse
- partial parses
- perplexity
- phrase
- predictive power
- probabilistic model
- probabilistic models
- probabilities
- probability
- procedure
- process
- relative frequency
- search strategy
- sentence
- sentences
- statistical natural language
- statistics
- stress
- subtree
- subtrees
- syntactic structure
- syntax
- tagger model
- tags
- technique
- test data
- test set
- training
- training data
- tree
- treebank
- treebank corpus
- trees
- trigram
- trigram model
- upenn treebank
- vocabulary
- word
- word level
- word sequence
- word string
- words